Golden Ratio Thresholds in Hyperbolic Quantum Error Correction — E8 Intelligence Research
Year: 2026
Type: preprint
Abstract: FINDING: Hyperbolic lattice gauge codes may achieve error thresholds linked to the golden ratio, suggesting a deep connection between non-Euclidean geometry and fault-tolerant quantum information. MATH: The golden ratio φ = (1+√5)/2 ≈ 1.618, its reciprocal 1/φ ≈ 0.618, and related constants (0.382, 0.786, 2.618) appear in hyperbolic tiling geometries (e.g., {p,q} tilings with curvature determined by (1/p + 1/q - 1/2)). Lattice gauge theory on hyperbolic lattices yields non-Abelian anyon models with Fibonacci anyons, whose braiding statistics are governed by φ. Error thresholds in such codes are conjectured to be bounded by φ-based constants. CONNECTION: The golden ratio emerges naturally from the self-similarity of hyperbolic tilings (e.g., pentagonal tilings in the Poincaré disk). The Fibonacci anyon fusion rules (1 × 1 = 1, 1 × τ = τ, τ × τ = 1 + τ) encode φ as the quantum dimension of the τ anyon: d_τ = φ. This links hyperbolic geometry, number theory (continued fractions of φ), Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
Author: Caldin, Andrew Stewart
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7170687369
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